Human performance dataset
Piano MIDI dataset used for training and evaluation. Layout and processing:
- Source: MAESTRO (or similar) with a
prompt(oruser_prompt) per piece. - Augmentation:
dataset_preprocess/augment_dataset.pyadds pitch/time/velocity variants; output CSV lists originals and augmented files. - Grouping:
dataset_preprocess/group_dataset.pycopies MIDIs intogrouped/ascomposer/genre/filename.mid(andaugmented/composer/genre/for augmented). Genre is taken from the prompt text. Writesfinal.csvwith paths undergrouped/. - Inference CSV: From
grouped/(or anycomposer/genre/tree),src.dataset.generate_prompt_batchbuildsinfer.csv(system_prompt, user_prompt, composer, genre) for batch inference.
See dataset_preprocess/dataset_preprocess.md in the repo for commands and details.